Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks

Dzhamal Alishev; Rasheed Hussain; Waqas Nawaz; Jooyoung Lee

doi:10.1109/VTCSpring.2017.8108459

Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks

Dzhamal Alishev, Rasheed Hussain, Waqas Nawaz, Jooyoung Lee

Department of Electrical & Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

24 Citations (Scopus)

Abstract

Developing means of secure and trustful communications for Vehicular Social Networks (VSN) is essential to enable active information sharing among vehicles. Reputation-based trust management system is a popular security mechanism used in vehicular networks and proven to be robust in many other applications. In this paper, we propose a similarity-based bootstrapping method using analytic hierarchy process (AHP) for trust management in VSN. Then we introduce a reputation mechanism that takes into account, the user behaviors as well as historic features such as the total distance driven. Our simulation results show that the proposed system is robust against high density of malicious nodes (up to 60%). Furthermore, we also prove the accuracy of the proposed system in different conditions.

Original language	English
Title of host publication	2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
ISBN (Electronic)	9781509059324
DOIs	https://doi.org/10.1109/VTCSpring.2017.8108459
Publication status	Published - 14 Nov 2017
Event	85th IEEE Vehicular Technology Conference, VTC Spring 2017 - Sydney, Australia Duration: 4 Jun 2017 → 7 Jun 2017

Publication series

Name	IEEE Vehicular Technology Conference
Volume	2017-June
ISSN (Print)	1550-2252

Conference

Conference	85th IEEE Vehicular Technology Conference, VTC Spring 2017
Country/Territory	Australia
City	Sydney
Period	4/06/17 → 7/06/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

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10.1109/VTCSpring.2017.8108459

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Alishev, D., Hussain, R., Nawaz, W., & Lee, J. (2017). Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks. In 2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings Article 8108459 (IEEE Vehicular Technology Conference; Vol. 2017-June). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/VTCSpring.2017.8108459

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abstract = "Developing means of secure and trustful communications for Vehicular Social Networks (VSN) is essential to enable active information sharing among vehicles. Reputation-based trust management system is a popular security mechanism used in vehicular networks and proven to be robust in many other applications. In this paper, we propose a similarity-based bootstrapping method using analytic hierarchy process (AHP) for trust management in VSN. Then we introduce a reputation mechanism that takes into account, the user behaviors as well as historic features such as the total distance driven. Our simulation results show that the proposed system is robust against high density of malicious nodes (up to 60%). Furthermore, we also prove the accuracy of the proposed system in different conditions.",

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Alishev, D, Hussain, R, Nawaz, W & Lee, J 2017, Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks. in 2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings., 8108459, IEEE Vehicular Technology Conference, vol. 2017-June, Institute of Electrical and Electronics Engineers (IEEE), 85th IEEE Vehicular Technology Conference, VTC Spring 2017, Sydney, Australia, 4/06/17. https://doi.org/10.1109/VTCSpring.2017.8108459

Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks. / Alishev, Dzhamal; Hussain, Rasheed; Nawaz, Waqas et al.
2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 2017. 8108459 (IEEE Vehicular Technology Conference; Vol. 2017-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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AB - Developing means of secure and trustful communications for Vehicular Social Networks (VSN) is essential to enable active information sharing among vehicles. Reputation-based trust management system is a popular security mechanism used in vehicular networks and proven to be robust in many other applications. In this paper, we propose a similarity-based bootstrapping method using analytic hierarchy process (AHP) for trust management in VSN. Then we introduce a reputation mechanism that takes into account, the user behaviors as well as historic features such as the total distance driven. Our simulation results show that the proposed system is robust against high density of malicious nodes (up to 60%). Furthermore, we also prove the accuracy of the proposed system in different conditions.

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Social-Aware Bootstrapping and Trust Establishing Mechanism for Vehicular Social Networks

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